At the VietAI Summit 2019, Thang Le from the VietAI team, discussed data augmentation and the concept of the backtranslation. He also discussed how to apply this technique in translation from English to Vietnamese. In machine learning, we have a dataset and mathematical models. Generally, one tries to optimize the machine learning model by fitting data into the model. One of the things that makes machine learning powerful is that we have lots of data.…
At the VietAI Summit 2019, Dr. James J. Kuffner gave an insightful presentation about Toyota and artificial intelligence entitled “Toyota and the Future of Mobility.” In the history of human culture, people have been building, moving, and communicating. As technology rapidly developed, especially in recent decades, Toyota has been contributing to the transportation sectors, allowing people to move further and faster. As such, robots and manufacturing have come into play, with novel development and creation…
As part of the VietAI Summit 2019, Phuong Hoang gave a presentation covering how robots can be taken from simulation to real robots. Recently, we have seen great potential applications of both consumer and industrial robots. However, it is not one night story to build a robot from scratch. In this talk, Phuong provides a working pipeline to build a real robot from mechanics design to simulation to construct a real legged robot. He then…
